Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 60001 |
| Missing cells (%) | 21.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 11 |
| Unsupported | 6 |
TermlySessionsUnauthorised has constant value "0" | Constant |
T_Reason_F has constant value "0" | Constant |
UPN has a high cardinality: 8411 distinct values | High cardinality |
EntryDate has a high cardinality: 382 distinct values | High cardinality |
EnrolStatus is highly imbalanced (64.9%) | Imbalance |
T_Reason_R is highly imbalanced (97.4%) | Imbalance |
T_Reason_U is highly imbalanced (50.9%) | Imbalance |
T_Reason_N is highly imbalanced (98.7%) | Imbalance |
Surname has 10000 (100.0%) missing values | Missing |
Forename has 10000 (100.0%) missing values | Missing |
Middlenames has 10000 (100.0%) missing values | Missing |
PreferredSurname has 10000 (100.0%) missing values | Missing |
FormerSurname has 10000 (100.0%) missing values | Missing |
DoB has 10000 (100.0%) missing values | Missing |
UPN is uniformly distributed | Uniform |
Surname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Forename is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Middlenames is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PreferredSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FormerSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DoB is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
TermlySessionsAuthorised has 934 (9.3%) zeros | Zeros |
T_Reason_I has 664 (6.6%) zeros | Zeros |
T_Reason_M has 3216 (32.2%) zeros | Zeros |
T_Reason_S has 188 (1.9%) zeros | Zeros |
T_Reason_T has 3156 (31.6%) zeros | Zeros |
T_Reason_E has 2521 (25.2%) zeros | Zeros |
T_Reason_C has 1140 (11.4%) zeros | Zeros |
T_Reason_G has 2271 (22.7%) zeros | Zeros |
T_Reason_O has 903 (9.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-26 14:04:36.475053 |
|---|---|
| Analysis finished | 2023-06-26 14:05:07.029442 |
| Duration | 30.55 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Estab
Real number (ℝ)
| Distinct | 9609 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189960.59 |
| Minimum | 59255 |
|---|---|
| Maximum | 295130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 59255 |
|---|---|
| 5-th percentile | 130874.25 |
| Q1 | 165772.75 |
| median | 190451 |
| Q3 | 214346.75 |
| 95-th percentile | 249003.85 |
| Maximum | 295130 |
| Range | 235875 |
| Interquartile range (IQR) | 48574 |
Descriptive statistics
| Standard deviation | 35888.859 |
|---|---|
| Coefficient of variation (CV) | 0.18892792 |
| Kurtosis | -0.10553818 |
| Mean | 189960.59 |
| Median Absolute Deviation (MAD) | 24296.5 |
| Skewness | -0.053451025 |
| Sum | 1.8996059 × 109 |
| Variance | 1.2880102 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 196403 | 3 | < 0.1% |
| 185136 | 3 | < 0.1% |
| 195874 | 3 | < 0.1% |
| 223141 | 3 | < 0.1% |
| 197646 | 3 | < 0.1% |
| 241923 | 3 | < 0.1% |
| 182981 | 3 | < 0.1% |
| 220322 | 3 | < 0.1% |
| 202535 | 3 | < 0.1% |
| 179860 | 3 | < 0.1% |
| Other values (9599) | 9970 |
| Value | Count | Frequency (%) |
| 59255 | 1 | |
| 60023 | 1 | |
| 65065 | 1 | |
| 66018 | 1 | |
| 66274 | 1 | |
| 66652 | 1 | |
| 71969 | 1 | |
| 72097 | 1 | |
| 72179 | 1 | |
| 73498 | 1 |
| Value | Count | Frequency (%) |
| 295130 | 1 | |
| 292924 | 1 | |
| 292794 | 1 | |
| 292368 | 1 | |
| 292049 | 1 | |
| 291048 | 1 | |
| 290467 | 1 | |
| 290173 | 1 | |
| 289822 | 1 | |
| 289643 | 1 |
UPN
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 8411 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| e4d965f2-1068-40a5-8b8e-e780a31b1613 | 4 |
|---|---|
| 96cfa297-45f3-4edb-823e-4ae0000ebe3f | 4 |
| 9122e969-556c-450e-aeb0-4bb0ac619833 | 4 |
| 240382aa-9569-4777-a973-1402c7870077 | 4 |
| 44b0732c-9022-4557-a9f1-e4a14842b037 | 4 |
| Other values (8406) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 360000 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6999 ? |
|---|---|
| Unique (%) | 70.0% |
Sample
| 1st row | 0d5a3cb8-0d68-41a2-bb39-f1dc6b2b881e |
|---|---|
| 2nd row | 0d6334c7-f3b9-4043-8f61-c4a7822a0e9c |
| 3rd row | 54f771be-a769-4654-973a-b659fcd512a3 |
| 4th row | 446764d2-b2ab-4508-853e-cbc1c571f48a |
| 5th row | ea064070-803c-4580-b1a6-3f2bee1f4e40 |
Common Values
| Value | Count | Frequency (%) |
| e4d965f2-1068-40a5-8b8e-e780a31b1613 | 4 | < 0.1% |
| 96cfa297-45f3-4edb-823e-4ae0000ebe3f | 4 | < 0.1% |
| 9122e969-556c-450e-aeb0-4bb0ac619833 | 4 | < 0.1% |
| 240382aa-9569-4777-a973-1402c7870077 | 4 | < 0.1% |
| 44b0732c-9022-4557-a9f1-e4a14842b037 | 4 | < 0.1% |
| e3640f88-485b-4f89-ba8a-a25ac4aaa29a | 4 | < 0.1% |
| 908652f9-5356-4ce6-9362-8d4f8bb47aa4 | 4 | < 0.1% |
| 3f61de0d-7306-40f6-ba08-a5c3e86c8c59 | 4 | < 0.1% |
| 182edd42-fd56-46f9-943f-721f253088b6 | 4 | < 0.1% |
| 10d1f7c4-0849-4d4d-945b-567cc1734b90 | 4 | < 0.1% |
| Other values (8401) | 9960 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| e4d965f2-1068-40a5-8b8e-e780a31b1613 | 4 | < 0.1% |
| 3f61de0d-7306-40f6-ba08-a5c3e86c8c59 | 4 | < 0.1% |
| 96cfa297-45f3-4edb-823e-4ae0000ebe3f | 4 | < 0.1% |
| 9d7773ee-081b-4540-af54-07c6d8de750b | 4 | < 0.1% |
| 10d1f7c4-0849-4d4d-945b-567cc1734b90 | 4 | < 0.1% |
| 182edd42-fd56-46f9-943f-721f253088b6 | 4 | < 0.1% |
| b1d5fd8c-227d-47b3-8353-f50a391bc9d4 | 4 | < 0.1% |
| 908652f9-5356-4ce6-9362-8d4f8bb47aa4 | 4 | < 0.1% |
| e3640f88-485b-4f89-ba8a-a25ac4aaa29a | 4 | < 0.1% |
| 44b0732c-9022-4557-a9f1-e4a14842b037 | 4 | < 0.1% |
| Other values (8401) | 9960 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28840 | 8.0% |
| b | 21388 | 5.9% |
| a | 21355 | 5.9% |
| 9 | 21274 | 5.9% |
| 8 | 20966 | 5.8% |
| 3 | 18926 | 5.3% |
| 7 | 18924 | 5.3% |
| 1 | 18879 | 5.2% |
| 0 | 18844 | 5.2% |
| Other values (7) | 130604 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 202620 | |
| Lowercase Letter | 117380 | |
| Dash Punctuation | 40000 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 28840 | |
| 9 | 21274 | |
| 8 | 20966 | |
| 3 | 18926 | |
| 7 | 18924 | |
| 1 | 18879 | |
| 0 | 18844 | |
| 5 | 18774 | |
| 2 | 18684 | |
| 6 | 18509 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 21388 | |
| a | 21355 | |
| d | 18754 | |
| c | 18745 | |
| f | 18640 | |
| e | 18498 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 40000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 242620 | |
| Latin | 117380 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 40000 | |
| 4 | 28840 | |
| 9 | 21274 | |
| 8 | 20966 | |
| 3 | 18926 | |
| 7 | 18924 | |
| 1 | 18879 | |
| 0 | 18844 | |
| 5 | 18774 | |
| 2 | 18684 |
Latin
| Value | Count | Frequency (%) |
| b | 21388 | |
| a | 21355 | |
| d | 18754 | |
| c | 18745 | |
| f | 18640 | |
| e | 18498 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 360000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28840 | 8.0% |
| b | 21388 | 5.9% |
| a | 21355 | 5.9% |
| 9 | 21274 | 5.9% |
| 8 | 20966 | 5.8% |
| 3 | 18926 | 5.3% |
| 7 | 18924 | 5.3% |
| 1 | 18879 | 5.2% |
| 0 | 18844 | 5.2% |
| Other values (7) | 130604 |
Surname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Forename
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Middlenames
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
PreferredSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
FormerSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 5157 | |
| F | 4843 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 5157 | |
| f | 4843 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 5157 | |
| F | 4843 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5157 | |
| F | 4843 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 5157 | |
| F | 4843 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 5157 | |
| F | 4843 |
DoB
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
EnrolStatus
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| C | |
|---|---|
| Leaver | |
| M | 111 |
| S | 22 |
| F | 5 |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.954 |
| Min length | 1 |
Characters and Unicode
| Total characters | 19540 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 7954 | |
| Leaver | 1908 | 19.1% |
| M | 111 | 1.1% |
| S | 22 | 0.2% |
| F | 5 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 7954 | |
| leaver | 1908 | 19.1% |
| m | 111 | 1.1% |
| s | 22 | 0.2% |
| f | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 7954 | |
| e | 3816 | |
| L | 1908 | 9.8% |
| a | 1908 | 9.8% |
| v | 1908 | 9.8% |
| r | 1908 | 9.8% |
| M | 111 | 0.6% |
| S | 22 | 0.1% |
| F | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 | |
| Lowercase Letter | 9540 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 7954 | |
| L | 1908 | 19.1% |
| M | 111 | 1.1% |
| S | 22 | 0.2% |
| F | 5 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3816 | |
| a | 1908 | |
| v | 1908 | |
| r | 1908 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19540 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 7954 | |
| e | 3816 | |
| L | 1908 | 9.8% |
| a | 1908 | 9.8% |
| v | 1908 | 9.8% |
| r | 1908 | 9.8% |
| M | 111 | 0.6% |
| S | 22 | 0.1% |
| F | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19540 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 7954 | |
| e | 3816 | |
| L | 1908 | 9.8% |
| a | 1908 | 9.8% |
| v | 1908 | 9.8% |
| r | 1908 | 9.8% |
| M | 111 | 0.6% |
| S | 22 | 0.1% |
| F | 5 | < 0.1% |
EntryDate
Categorical
| Distinct | 382 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 78.2 KiB |
| 2009-09-03 12:00:00 | |
|---|---|
| 2010-09-02 12:00:00 | |
| 2011-09-07 12:00:00 | |
| 2013-09-05 12:00:00 | |
| 2011-09-05 12:00:00 | |
| Other values (377) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 189981 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 169 ? |
|---|---|
| Unique (%) | 1.7% |
Sample
| 1st row | 2012-09-04 12:00:00 |
|---|---|
| 2nd row | 2011-09-05 12:00:00 |
| 3rd row | 2012-09-01 12:00:00 |
| 4th row | 2010-09-02 12:00:00 |
| 5th row | 2013-09-05 12:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2009-09-03 12:00:00 | 955 | 9.6% |
| 2010-09-02 12:00:00 | 910 | 9.1% |
| 2011-09-07 12:00:00 | 766 | 7.7% |
| 2013-09-05 12:00:00 | 751 | 7.5% |
| 2011-09-05 12:00:00 | 697 | 7.0% |
| 2012-09-06 12:00:00 | 686 | 6.9% |
| 2010-09-01 12:00:00 | 612 | 6.1% |
| 2012-09-04 12:00:00 | 590 | 5.9% |
| 2013-09-03 12:00:00 | 525 | 5.2% |
| 2009-09-01 12:00:00 | 419 | 4.2% |
| Other values (372) | 3088 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 12:00:00 | 9999 | |
| 2009-09-03 | 955 | 4.8% |
| 2010-09-02 | 910 | 4.6% |
| 2011-09-07 | 766 | 3.8% |
| 2013-09-05 | 751 | 3.8% |
| 2011-09-05 | 697 | 3.5% |
| 2012-09-06 | 686 | 3.4% |
| 2010-09-01 | 612 | 3.1% |
| 2012-09-04 | 590 | 3.0% |
| 2013-09-03 | 525 | 2.6% |
| Other values (373) | 3507 | 17.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 72733 | |
| 2 | 23675 | 12.5% |
| 1 | 22962 | 12.1% |
| - | 19998 | 10.5% |
| : | 19998 | 10.5% |
| 9 | 10874 | 5.7% |
| 9999 | 5.3% | |
| 3 | 4203 | 2.2% |
| 5 | 1892 | 1.0% |
| 4 | 1433 | 0.8% |
| Other values (3) | 2214 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 139986 | |
| Dash Punctuation | 19998 | 10.5% |
| Other Punctuation | 19998 | 10.5% |
| Space Separator | 9999 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 72733 | |
| 2 | 23675 | 16.9% |
| 1 | 22962 | 16.4% |
| 9 | 10874 | 7.8% |
| 3 | 4203 | 3.0% |
| 5 | 1892 | 1.4% |
| 4 | 1433 | 1.0% |
| 6 | 1244 | 0.9% |
| 7 | 902 | 0.6% |
| 8 | 68 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 19998 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 19998 |
Space Separator
| Value | Count | Frequency (%) |
| 9999 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 189981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 72733 | |
| 2 | 23675 | 12.5% |
| 1 | 22962 | 12.1% |
| - | 19998 | 10.5% |
| : | 19998 | 10.5% |
| 9 | 10874 | 5.7% |
| 9999 | 5.3% | |
| 3 | 4203 | 2.2% |
| 5 | 1892 | 1.0% |
| 4 | 1433 | 0.8% |
| Other values (3) | 2214 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 189981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 72733 | |
| 2 | 23675 | 12.5% |
| 1 | 22962 | 12.1% |
| - | 19998 | 10.5% |
| : | 19998 | 10.5% |
| 9 | 10874 | 5.7% |
| 9999 | 5.3% | |
| 3 | 4203 | 2.2% |
| 5 | 1892 | 1.0% |
| 4 | 1433 | 0.8% |
| Other values (3) | 2214 | 1.2% |
NCyearActual
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 10 | |
|---|---|
| 9 | |
| 11 | |
| 8 | |
| 12 | |
| Other values (4) |
Length
| Max length | 19 |
|---|---|
| Median length | 2 |
| Mean length | 1.883 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18830 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 8 |
| 3rd row | 9 |
| 4th row | 12 |
| 5th row | 8 |
Common Values
| Value | Count | Frequency (%) |
| 10 | 2062 | |
| 9 | 1976 | |
| 11 | 1821 | |
| 8 | 1763 | |
| 12 | 1228 | |
| Leaver | 731 | 7.3% |
| 7 | 406 | 4.1% |
| 13 | 10 | 0.1% |
| 1900-01-08 00:00:00 | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 10 | 2062 | |
| 9 | 1976 | |
| 11 | 1821 | |
| 8 | 1763 | |
| 12 | 1228 | |
| leaver | 731 | 7.3% |
| 7 | 406 | 4.1% |
| 13 | 10 | 0.1% |
| 1900-01-08 | 3 | < 0.1% |
| 00:00:00 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6948 | |
| 0 | 2092 | 11.1% |
| 9 | 1979 | 10.5% |
| 8 | 1766 | 9.4% |
| e | 1462 | 7.8% |
| 2 | 1228 | 6.5% |
| L | 731 | 3.9% |
| a | 731 | 3.9% |
| v | 731 | 3.9% |
| r | 731 | 3.9% |
| Other values (5) | 431 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14429 | |
| Lowercase Letter | 3655 | 19.4% |
| Uppercase Letter | 731 | 3.9% |
| Dash Punctuation | 6 | < 0.1% |
| Other Punctuation | 6 | < 0.1% |
| Space Separator | 3 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6948 | |
| 0 | 2092 | 14.5% |
| 9 | 1979 | 13.7% |
| 8 | 1766 | 12.2% |
| 2 | 1228 | 8.5% |
| 7 | 406 | 2.8% |
| 3 | 10 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1462 | |
| a | 731 | |
| v | 731 | |
| r | 731 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 731 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 6 |
Space Separator
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14444 | |
| Latin | 4386 | 23.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6948 | |
| 0 | 2092 | 14.5% |
| 9 | 1979 | 13.7% |
| 8 | 1766 | 12.2% |
| 2 | 1228 | 8.5% |
| 7 | 406 | 2.8% |
| 3 | 10 | 0.1% |
| - | 6 | < 0.1% |
| : | 6 | < 0.1% |
| 3 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| e | 1462 | |
| L | 731 | |
| a | 731 | |
| v | 731 | |
| r | 731 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18830 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6948 | |
| 0 | 2092 | 11.1% |
| 9 | 1979 | 10.5% |
| 8 | 1766 | 9.4% |
| e | 1462 | 7.8% |
| 2 | 1228 | 6.5% |
| L | 731 | 3.9% |
| a | 731 | 3.9% |
| v | 731 | 3.9% |
| r | 731 | 3.9% |
| Other values (5) | 431 | 2.3% |
TermlySessionsPossible
Real number (ℝ)
| Distinct | 107 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.1556 |
| Minimum | 20 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 98 |
| median | 113 |
| Q3 | 124 |
| 95-th percentile | 132 |
| Maximum | 134 |
| Range | 114 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 18.542998 |
|---|---|
| Coefficient of variation (CV) | 0.16987674 |
| Kurtosis | 0.74282904 |
| Mean | 109.1556 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.95226215 |
| Sum | 1091556 |
| Variance | 343.84277 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 129 | 277 | 2.8% |
| 122 | 261 | 2.6% |
| 132 | 261 | 2.6% |
| 123 | 258 | 2.6% |
| 133 | 253 | 2.5% |
| 127 | 251 | 2.5% |
| 130 | 251 | 2.5% |
| 121 | 248 | 2.5% |
| 119 | 242 | 2.4% |
| 128 | 242 | 2.4% |
| Other values (97) | 7456 |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 28 | 2 | |
| 31 | 2 | |
| 34 | 1 | < 0.1% |
| 35 | 2 | |
| 36 | 3 | |
| 37 | 3 |
| Value | Count | Frequency (%) |
| 134 | 141 | |
| 133 | 253 | |
| 132 | 261 | |
| 131 | 221 | |
| 130 | 251 | |
| 129 | 277 | |
| 128 | 242 | |
| 127 | 251 | |
| 126 | 230 | |
| 125 | 224 |
TermlySessionsAuthorised
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3977 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 934 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6219882 |
|---|---|
| Coefficient of variation (CV) | 0.77169503 |
| Kurtosis | 0.93598703 |
| Mean | 3.3977 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.99550352 |
| Sum | 33977 |
| Variance | 6.8748222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 1 | 1849 | |
| 2 | 1637 | |
| 3 | 1485 | |
| 4 | 1189 | |
| 0 | 934 | |
| 5 | 931 | |
| 6 | 704 | 7.0% |
| 7 | 478 | 4.8% |
| 8 | 305 | 3.0% |
| 9 | 212 | 2.1% |
| Other values (7) | 276 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 934 | |
| 1 | 1849 | |
| 2 | 1637 | |
| 3 | 1485 | |
| 4 | 1189 | |
| 5 | 931 | |
| 6 | 704 | 7.0% |
| 7 | 478 | 4.8% |
| 8 | 305 | 3.0% |
| 9 | 212 | 2.1% |
| Value | Count | Frequency (%) |
| 16 | 3 | < 0.1% |
| 15 | 5 | 0.1% |
| 14 | 13 | 0.1% |
| 13 | 26 | 0.3% |
| 12 | 27 | 0.3% |
| 11 | 83 | 0.8% |
| 10 | 119 | 1.2% |
| 9 | 212 | |
| 8 | 305 | |
| 7 | 478 |
TermlySessionsUnauthorised
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10000 |
T_Reason_I
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7486 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 664 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.6114128 |
|---|---|
| Coefficient of variation (CV) | 0.76052158 |
| Kurtosis | 0.78902123 |
| Mean | 4.7486 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.97323682 |
| Sum | 47486 |
| Variance | 13.042302 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 1 | 1318 | |
| 2 | 1265 | |
| 3 | 1180 | |
| 4 | 1091 | |
| 5 | 940 | |
| 6 | 785 | |
| 7 | 704 | |
| 0 | 664 | |
| 8 | 502 | 5.0% |
| 9 | 436 | 4.4% |
| Other values (13) | 1115 |
| Value | Count | Frequency (%) |
| 0 | 664 | |
| 1 | 1318 | |
| 2 | 1265 | |
| 3 | 1180 | |
| 4 | 1091 | |
| 5 | 940 | |
| 6 | 785 | |
| 7 | 704 | |
| 8 | 502 | 5.0% |
| 9 | 436 | 4.4% |
| Value | Count | Frequency (%) |
| 22 | 4 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 5 | 0.1% |
| 19 | 8 | 0.1% |
| 18 | 13 | 0.1% |
| 17 | 26 | 0.3% |
| 16 | 32 | 0.3% |
| 15 | 52 | |
| 14 | 102 | |
| 13 | 127 |
T_Reason_M
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9294 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 3216 |
| Zeros (%) | 32.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.81035875 |
|---|---|
| Coefficient of variation (CV) | 0.87191602 |
| Kurtosis | 0.37267279 |
| Mean | 0.9294 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.68314176 |
| Sum | 9294 |
| Variance | 0.65668131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 4677 | |
| 0 | 3216 | |
| 2 | 1742 | 17.4% |
| 3 | 331 | 3.3% |
| 4 | 30 | 0.3% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3216 | |
| 1 | 4677 | |
| 2 | 1742 | 17.4% |
| 3 | 331 | 3.3% |
| 4 | 30 | 0.3% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 4 | < 0.1% |
| 4 | 30 | 0.3% |
| 3 | 331 | 3.3% |
| 2 | 1742 | 17.4% |
| 1 | 4677 | |
| 0 | 3216 |
T_Reason_R
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | 26 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9974 | |
| 1 | 26 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9974 | |
| 1 | 26 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9974 | |
| 1 | 26 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9974 | |
| 1 | 26 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9974 | |
| 1 | 26 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9974 | |
| 1 | 26 | 0.3% |
T_Reason_S
Real number (ℝ)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.8286 |
| Minimum | 0 |
|---|---|
| Maximum | 76 |
| Zeros | 188 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 13 |
| Q3 | 23 |
| 95-th percentile | 39 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 11.922224 |
|---|---|
| Coefficient of variation (CV) | 0.75320777 |
| Kurtosis | 0.67533513 |
| Mean | 15.8286 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.95260787 |
| Sum | 158286 |
| Variance | 142.13944 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 433 | 4.3% |
| 2 | 415 | 4.2% |
| 4 | 394 | 3.9% |
| 5 | 385 | 3.9% |
| 3 | 382 | 3.8% |
| 6 | 380 | 3.8% |
| 7 | 379 | 3.8% |
| 8 | 367 | 3.7% |
| 11 | 352 | 3.5% |
| 12 | 350 | 3.5% |
| Other values (61) | 6163 |
| Value | Count | Frequency (%) |
| 0 | 188 | |
| 1 | 433 | |
| 2 | 415 | |
| 3 | 382 | |
| 4 | 394 | |
| 5 | 385 | |
| 6 | 380 | |
| 7 | 379 | |
| 8 | 367 | |
| 9 | 335 |
| Value | Count | Frequency (%) |
| 76 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 2 | |
| 66 | 2 | |
| 65 | 1 | < 0.1% |
| 64 | 4 | |
| 63 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61 | 4 |
T_Reason_T
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9381 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 3156 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.80965051 |
|---|---|
| Coefficient of variation (CV) | 0.86307484 |
| Kurtosis | 0.3685454 |
| Mean | 0.9381 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.67520089 |
| Sum | 9381 |
| Variance | 0.65553394 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 4712 | |
| 0 | 3156 | |
| 2 | 1770 | 17.7% |
| 3 | 321 | 3.2% |
| 4 | 39 | 0.4% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3156 | |
| 1 | 4712 | |
| 2 | 1770 | 17.7% |
| 3 | 321 | 3.2% |
| 4 | 39 | 0.4% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 39 | 0.4% |
| 3 | 321 | 3.2% |
| 2 | 1770 | 17.7% |
| 1 | 4712 | |
| 0 | 3156 |
T_Reason_H
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 19 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4711 | |
| 0 | 4639 | |
| 2 | 631 | 6.3% |
| 3 | 19 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4711 | |
| 0 | 4639 | |
| 2 | 631 | 6.3% |
| 3 | 19 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4711 | |
| 0 | 4639 | |
| 2 | 631 | 6.3% |
| 3 | 19 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4711 | |
| 0 | 4639 | |
| 2 | 631 | 6.3% |
| 3 | 19 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4711 | |
| 0 | 4639 | |
| 2 | 631 | 6.3% |
| 3 | 19 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4711 | |
| 0 | 4639 | |
| 2 | 631 | 6.3% |
| 3 | 19 | 0.2% |
T_Reason_F
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10000 |
T_Reason_E
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2363 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 2521 |
| Zeros (%) | 25.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0243863 |
|---|---|
| Coefficient of variation (CV) | 0.82859037 |
| Kurtosis | 0.56689447 |
| Mean | 1.2363 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.78173849 |
| Sum | 12363 |
| Variance | 1.0493672 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 4042 | |
| 0 | 2521 | |
| 2 | 2303 | |
| 3 | 878 | 8.8% |
| 4 | 205 | 2.1% |
| 5 | 45 | 0.4% |
| 6 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2521 | |
| 1 | 4042 | |
| 2 | 2303 | |
| 3 | 878 | 8.8% |
| 4 | 205 | 2.1% |
| 5 | 45 | 0.4% |
| 6 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 6 | 0.1% |
| 5 | 45 | 0.4% |
| 4 | 205 | 2.1% |
| 3 | 878 | 8.8% |
| 2 | 2303 | |
| 1 | 4042 | |
| 0 | 2521 |
T_Reason_C
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7202 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1140 |
| Zeros (%) | 11.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.0995601 |
|---|---|
| Coefficient of variation (CV) | 0.77184036 |
| Kurtosis | 1.0040867 |
| Mean | 2.7202 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.97807413 |
| Sum | 27202 |
| Variance | 4.4081528 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 2269 | |
| 2 | 1940 | |
| 3 | 1585 | |
| 4 | 1189 | |
| 0 | 1140 | |
| 5 | 818 | 8.2% |
| 6 | 491 | 4.9% |
| 7 | 282 | 2.8% |
| 8 | 149 | 1.5% |
| 9 | 72 | 0.7% |
| Other values (5) | 65 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 1140 | |
| 1 | 2269 | |
| 2 | 1940 | |
| 3 | 1585 | |
| 4 | 1189 | |
| 5 | 818 | 8.2% |
| 6 | 491 | 4.9% |
| 7 | 282 | 2.8% |
| 8 | 149 | 1.5% |
| 9 | 72 | 0.7% |
| Value | Count | Frequency (%) |
| 14 | 4 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 17 | 0.2% |
| 10 | 40 | 0.4% |
| 9 | 72 | 0.7% |
| 8 | 149 | 1.5% |
| 7 | 282 | 2.8% |
| 6 | 491 | |
| 5 | 818 |
T_Reason_G
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3641 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 2271 |
| Zeros (%) | 22.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1083565 |
|---|---|
| Coefficient of variation (CV) | 0.81251848 |
| Kurtosis | 0.64270913 |
| Mean | 1.3641 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.81072641 |
| Sum | 13641 |
| Variance | 1.228454 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 3857 | |
| 2 | 2371 | |
| 0 | 2271 | |
| 3 | 1071 | 10.7% |
| 4 | 342 | 3.4% |
| 5 | 71 | 0.7% |
| 6 | 13 | 0.1% |
| 7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2271 | |
| 1 | 3857 | |
| 2 | 2371 | |
| 3 | 1071 | 10.7% |
| 4 | 342 | 3.4% |
| 5 | 71 | 0.7% |
| 6 | 13 | 0.1% |
| 7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 4 | < 0.1% |
| 6 | 13 | 0.1% |
| 5 | 71 | 0.7% |
| 4 | 342 | 3.4% |
| 3 | 1071 | 10.7% |
| 2 | 2371 | |
| 1 | 3857 | |
| 0 | 2271 |
T_Reason_U
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 2261 | 22.6% |
| 2 | 6 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 2261 | 22.6% |
| 2 | 6 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 2261 | 22.6% |
| 2 | 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 2261 | 22.6% |
| 2 | 6 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 2261 | 22.6% |
| 2 | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 2261 | 22.6% |
| 2 | 6 | 0.1% |
T_Reason_O
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6877 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 903 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.8574088 |
|---|---|
| Coefficient of variation (CV) | 0.7748485 |
| Kurtosis | 0.82988583 |
| Mean | 3.6877 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.97451674 |
| Sum | 36877 |
| Variance | 8.1647852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 1 | 1695 | |
| 2 | 1551 | |
| 3 | 1414 | |
| 4 | 1110 | |
| 5 | 936 | |
| 0 | 903 | |
| 6 | 764 | |
| 7 | 533 | 5.3% |
| 8 | 394 | 3.9% |
| 9 | 280 | 2.8% |
| Other values (10) | 420 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 903 | |
| 1 | 1695 | |
| 2 | 1551 | |
| 3 | 1414 | |
| 4 | 1110 | |
| 5 | 936 | |
| 6 | 764 | |
| 7 | 533 | 5.3% |
| 8 | 394 | 3.9% |
| 9 | 280 | 2.8% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 4 | < 0.1% |
| 15 | 13 | 0.1% |
| 14 | 20 | 0.2% |
| 13 | 33 | 0.3% |
| 12 | 67 | 0.7% |
| 11 | 97 | |
| 10 | 182 |
T_Reason_N
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9988 | |
| 1 | 12 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9988 | |
| 1 | 12 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9988 | |
| 1 | 12 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9988 | |
| 1 | 12 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9988 | |
| 1 | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9988 | |
| 1 | 12 | 0.1% |
| Estab | TermlySessionsPossible | TermlySessionsAuthorised | T_Reason_I | T_Reason_M | T_Reason_S | T_Reason_T | T_Reason_E | T_Reason_C | T_Reason_G | T_Reason_O | Gender | EnrolStatus | NCyearActual | T_Reason_R | T_Reason_H | T_Reason_U | T_Reason_N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Estab | 1.000 | -0.006 | 0.013 | 0.040 | 0.011 | -0.078 | 0.020 | 0.024 | -0.048 | 0.009 | -0.091 | 0.016 | 0.037 | 0.016 | 0.016 | 0.006 | 0.030 | 0.000 |
| TermlySessionsPossible | -0.006 | 1.000 | -0.042 | 0.179 | 0.117 | -0.312 | -0.010 | -0.004 | -0.092 | 0.060 | 0.009 | 0.032 | 0.137 | 0.128 | 0.012 | 0.000 | 0.000 | 0.000 |
| TermlySessionsAuthorised | 0.013 | -0.042 | 1.000 | -0.146 | -0.078 | -0.063 | -0.025 | 0.004 | -0.042 | -0.034 | -0.036 | 0.082 | 0.000 | 0.004 | 0.000 | 0.000 | 0.016 | 0.000 |
| T_Reason_I | 0.040 | 0.179 | -0.146 | 1.000 | 0.149 | -0.184 | -0.006 | 0.029 | 0.014 | 0.021 | 0.099 | 0.020 | 0.023 | 0.058 | 0.036 | 0.031 | 0.041 | 0.000 |
| T_Reason_M | 0.011 | 0.117 | -0.078 | 0.149 | 1.000 | -0.102 | -0.008 | -0.000 | 0.028 | 0.006 | 0.038 | 0.049 | 0.032 | 0.041 | 0.000 | 0.011 | 0.038 | 0.000 |
| T_Reason_S | -0.078 | -0.312 | -0.063 | -0.184 | -0.102 | 1.000 | -0.014 | -0.059 | 0.041 | -0.071 | -0.061 | 0.030 | 0.075 | 0.181 | 0.025 | 0.000 | 0.000 | 0.000 |
| T_Reason_T | 0.020 | -0.010 | -0.025 | -0.006 | -0.008 | -0.014 | 1.000 | 0.021 | -0.006 | -0.014 | 0.023 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 |
| T_Reason_E | 0.024 | -0.004 | 0.004 | 0.029 | -0.000 | -0.059 | 0.021 | 1.000 | 0.055 | -0.004 | 0.129 | 0.037 | 0.022 | 0.000 | 0.000 | 0.000 | 0.041 | 0.000 |
| T_Reason_C | -0.048 | -0.092 | -0.042 | 0.014 | 0.028 | 0.041 | -0.006 | 0.055 | 1.000 | -0.014 | 0.078 | 0.000 | 0.032 | 0.011 | 0.000 | 0.009 | 0.018 | 0.020 |
| T_Reason_G | 0.009 | 0.060 | -0.034 | 0.021 | 0.006 | -0.071 | -0.014 | -0.004 | -0.014 | 1.000 | 0.033 | 0.000 | 0.000 | 0.001 | 0.000 | 0.004 | 0.032 | 0.000 |
| T_Reason_O | -0.091 | 0.009 | -0.036 | 0.099 | 0.038 | -0.061 | 0.023 | 0.129 | 0.078 | 0.033 | 1.000 | 0.033 | 0.024 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 |
| Gender | 0.016 | 0.032 | 0.082 | 0.020 | 0.049 | 0.030 | 0.000 | 0.037 | 0.000 | 0.000 | 0.033 | 1.000 | 0.000 | 0.019 | 0.000 | 0.016 | 0.018 | 0.000 |
| EnrolStatus | 0.037 | 0.137 | 0.000 | 0.023 | 0.032 | 0.075 | 0.000 | 0.022 | 0.032 | 0.000 | 0.024 | 0.000 | 1.000 | 0.101 | 0.023 | 0.000 | 0.000 | 0.000 |
| NCyearActual | 0.016 | 0.128 | 0.004 | 0.058 | 0.041 | 0.181 | 0.016 | 0.000 | 0.011 | 0.001 | 0.000 | 0.019 | 0.101 | 1.000 | 0.012 | 0.004 | 0.000 | 0.000 |
| T_Reason_R | 0.016 | 0.012 | 0.000 | 0.036 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 |
| T_Reason_H | 0.006 | 0.000 | 0.000 | 0.031 | 0.011 | 0.000 | 0.000 | 0.000 | 0.009 | 0.004 | 0.000 | 0.016 | 0.000 | 0.004 | 0.000 | 1.000 | 0.003 | 0.000 |
| T_Reason_U | 0.030 | 0.000 | 0.016 | 0.041 | 0.038 | 0.000 | 0.000 | 0.041 | 0.018 | 0.032 | 0.102 | 0.018 | 0.000 | 0.000 | 0.000 | 0.003 | 1.000 | 0.000 |
| T_Reason_N | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | TermlySessionsAuthorised | TermlySessionsUnauthorised | T_Reason_I | T_Reason_M | T_Reason_R | T_Reason_S | T_Reason_T | T_Reason_H | T_Reason_F | T_Reason_E | T_Reason_C | T_Reason_G | T_Reason_U | T_Reason_O | T_Reason_N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 193311 | 0d5a3cb8-0d68-41a2-bb39-f1dc6b2b881e | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2012-09-04 12:00:00 | 11 | 131 | 4 | 0 | 4 | 2 | 0 | 3 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 |
| 1 | 170323 | 0d6334c7-f3b9-4043-8f61-c4a7822a0e9c | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2011-09-05 12:00:00 | 8 | 92 | 4 | 0 | 6 | 2 | 0 | 16 | 0 | 1 | 0 | 0 | 6 | 1 | 0 | 1 | 0 |
| 2 | 221443 | 54f771be-a769-4654-973a-b659fcd512a3 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2012-09-01 12:00:00 | 9 | 112 | 1 | 0 | 6 | 1 | 0 | 22 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 6 | 0 |
| 3 | 248270 | 446764d2-b2ab-4508-853e-cbc1c571f48a | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2010-09-02 12:00:00 | 12 | 109 | 0 | 0 | 7 | 0 | 0 | 12 | 1 | 0 | 0 | 2 | 1 | 1 | 0 | 7 | 0 |
| 4 | 157448 | ea064070-803c-4580-b1a6-3f2bee1f4e40 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2013-09-05 12:00:00 | 8 | 93 | 1 | 0 | 4 | 2 | 0 | 32 | 0 | 1 | 0 | 2 | 1 | 2 | 0 | 8 | 0 |
| 5 | 179977 | 7a7f914c-2d15-4af6-9a3f-2c378d61aa49 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2011-09-05 12:00:00 | 10 | 72 | 6 | 0 | 0 | 1 | 0 | 35 | 0 | 1 | 0 | 1 | 4 | 0 | 0 | 2 | 0 |
| 6 | 183957 | 171ad604-ac0f-49fd-89a1-9c41812ae3ca | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2010-09-02 12:00:00 | 12 | 79 | 6 | 0 | 3 | 1 | 0 | 25 | 1 | 0 | 0 | 1 | 3 | 0 | 0 | 6 | 0 |
| 7 | 176675 | cd367cbc-cdab-43fe-add8-1b114d011607 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2010-09-01 12:00:00 | 8 | 113 | 6 | 0 | 1 | 0 | 0 | 28 | 1 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
| 8 | 134438 | e1d9156b-da4a-4b69-95a6-604af492ccca | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2013-09-01 12:00:00 | 7 | 94 | 0 | 0 | 0 | 1 | 0 | 42 | 2 | 0 | 0 | 1 | 4 | 1 | 0 | 2 | 0 |
| 9 | 144059 | f7b2f1b9-6aee-4c90-93d7-2e891250a61c | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2013-09-03 12:00:00 | 12 | 124 | 2 | 0 | 7 | 2 | 0 | 23 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 2 | 0 |
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | TermlySessionsAuthorised | TermlySessionsUnauthorised | T_Reason_I | T_Reason_M | T_Reason_R | T_Reason_S | T_Reason_T | T_Reason_H | T_Reason_F | T_Reason_E | T_Reason_C | T_Reason_G | T_Reason_U | T_Reason_O | T_Reason_N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 151043 | d0eb33ca-ecb7-4477-a2c8-65fea944f1c4 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2009-09-04 12:00:00 | 11 | 133 | 1 | 0 | 3 | 1 | 0 | 3 | 1 | 1 | 0 | 0 | 9 | 1 | 0 | 3 | 0 |
| 9991 | 137912 | 118ee579-1abf-4444-8b88-f963579087bc | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2012-09-06 12:00:00 | 9 | 126 | 3 | 0 | 2 | 1 | 0 | 35 | 2 | 1 | 0 | 1 | 3 | 0 | 1 | 7 | 0 |
| 9992 | 138009 | 613a6fa3-1e33-479c-92cd-652daa547ee1 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2013-09-03 12:00:00 | Leaver | 118 | 2 | 0 | 3 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 6 | 0 |
| 9993 | 187971 | 7ea5b452-41da-469b-a67b-98834ccc53e9 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2011-09-01 12:00:00 | 8 | 89 | 1 | 0 | 5 | 2 | 0 | 14 | 1 | 1 | 0 | 1 | 2 | 0 | 0 | 2 | 0 |
| 9994 | 229575 | dbd3fc70-ce7e-496e-9bd9-db4991e654e9 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2013-09-05 12:00:00 | 9 | 130 | 9 | 0 | 8 | 1 | 0 | 1 | 2 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 0 |
| 9995 | 179771 | 63353ed7-48da-4e50-89d4-25b4fd673a7b | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2013-09-06 12:00:00 | 8 | 90 | 11 | 0 | 9 | 1 | 0 | 13 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 5 | 0 |
| 9996 | 154953 | c029c59d-38c8-4124-a3da-f02e34e0e3d4 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2009-09-01 12:00:00 | 9 | 125 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 2 | 2 | 1 | 8 | 0 |
| 9997 | 193714 | ec0fb2cf-193a-45ee-8093-04cb6f1232d2 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2013-09-05 12:00:00 | 11 | 124 | 1 | 0 | 6 | 2 | 0 | 11 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 |
| 9998 | 185518 | 1ceb3069-9210-4ee4-ab9f-ff056d6fa35d | NaN | NaN | NaN | NaN | NaN | M | NaN | Leaver | 2012-09-06 12:00:00 | 10 | 111 | 0 | 0 | 2 | 1 | 0 | 10 | 0 | 2 | 0 | 1 | 2 | 1 | 0 | 1 | 0 |
| 9999 | 187958 | 85d128dc-4d36-4ef9-b6b0-fd53a8072da8 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2013-09-05 12:00:00 | 8 | 81 | 1 | 0 | 4 | 1 | 0 | 25 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 6 | 0 |